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#Fokker Planck Equation

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NPTEL

Physics - Nonequilibrium Statistical Mechanics

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Explore advanced concepts in nonequilibrium statistical mechanics, including Langevin models, linear response theory, Fokker-Planck equations, and critical phenomena, with practical applications and quizzes.
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36 Lesons
1 day 9 hours
On-Demand
Free-Video
Fields Institute

Sensitivity, Spatial Models, and Fokker-Planck Equations in Mathematical Oncology - Graduate Course

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Dive into advanced mathematical concepts in oncology, exploring sensitivity analysis, spatial modeling, and Fokker-Planck equations with Dr. Thomas Hillen.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

The Regularity Problem for the Landau Equation

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Explore the intricacies of the Landau equation's regularity problem with François Golse, delving into advanced mathematical concepts and their applications.
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1 Lesons
57 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Variational Formulations of Fokker-Planck Equations: Theory and Applications to Stability - Lecture 1

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Explore variational formulations of Fokker-Planck equations, focusing on theory and applications to stability. Gain insights into advanced mathematical concepts at the doctorate level.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
GERAD Research Center

Mean-Field Games Through Monotone Methods

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Explore mean-field games using monotonicity techniques. Discover unified approaches for solving various MFG classes, including stationary, time-dependent, and planning problems with congestion.
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1 Lesons
57 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Spectral Properties of Levy Fokker-Planck Equations

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Explore spectral properties of Levy Fokker-Planck equations in this mathematical conference talk by Maria del Mar González at CIRM.
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1 Lesons
44 minutes
On-Demand
Free-Video
ICTP Mathematics

Entropy Method for Hypocoercive BGK and Fokker-Planck Equations

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Explore entropy methods for hypocoercive equations, focusing on BGK and Fokker-Planck models. Learn about decay rates, auxiliary functionals, and regularization techniques in non-symmetric systems.
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14 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Entropy Techniques for Nonlinear Partial Differential Equations - A Few Examples

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Explore entropy techniques for nonlinear PDEs, focusing on Fokker-Planck equations. Learn applications in polymeric fluids, molecular dynamics, and high-dimensional algorithms.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

The Functional Volume Product Under Heat Flow

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Explores monotonicity of functional volume product along Fokker-Planck heat flow, leading to improved Borell's hypercontractivity and Laplace transform quasi-norm lower bound.
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1 Lesons
29 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Conservative Adaptive Rank Integrators for Nonlinear Kinetic Models

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Explore low-rank time integrators for PDEs, including explicit and implicit schemes, with applications to Vlasov, heat, Fokker-Planck, and advection-diffusion equations.
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1 Lesons
49 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Introduction to Stochastic Modeling in Evolution - Lecture 1

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Explore stochastic modeling in evolution, covering heritability, Mendel's experiments, neutral evolution, random genetic drift, and fixation probability through lectures and experiments.
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27 Lesons
1 hour 41 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Kinetic Theory of Social Phenomena I

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Explore statistical mechanics of multi-agent systems to explain distributions in human activities, focusing on skewed distributions in economics and social sciences.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Simons Institute

Is It Dark Matter, or Is Spacetime Undergoing a Random Walk?

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Explore a theory combining classical and quantum systems, applying it to general relativity to explain galactic rotation curves without dark matter through stochastic spacetime processes.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Fokker-Planck Equations of Neuron Networks: Understanding Time Periodic Solutions

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Explore Fokker-Planck equations in neuron networks, focusing on time periodic solutions and their implications for neural dynamics.
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1 Lesons
25 minutes
On-Demand
Free-Video
Galileo Galilei Institute

Introduction to the Dynamics of Disordered Systems - Equilibrium and Gradient Descent - Part 3

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Explore equilibrium dynamics and gradient descent in disordered systems, focusing on theoretical concepts and practical applications in statistical physics and optimization.
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1 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Inside Livermore Lab

Fokker-Planck-Inverse Reinforcement Learning

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Explore Fokker-Planck-Inverse Reinforcement Learning for revealing agent behavior rationale. Learn about a novel physics-aware algorithm inferring transition and reward functions from observed trajectories.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Valence Labs

An Optimal Control Perspective on Diffusion-Based Generative Modeling

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Explore optimal control theory's connection to diffusion-based generative modeling. Gain insights into stochastic differential equations, Hamilton-Jacobi-Bellman equations, and novel sampling methods for unnormalized densities.
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12 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Valence Labs

Stochastic Interpolants: A Unifying Framework for Flows and Diffusions - Lecture

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Explore a unified framework for generative models, bridging flow-based and diffusion-based methods using stochastic interpolants. Learn about probability flow equations, likelihood estimation, and applications in AI for drug discovery.
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9 Lesons
1 hour 40 minutes
On-Demand
Free-Video